NYC Airbnb Data Profiling Report

Dataset statistics

Number of variables	18
Number of observations	37765
Missing cells	70824
Missing cells (%)	10.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.2 MiB
Average record size in memory	144.0 B

Variable types

Numeric	11
Text	4
Categorical	2
DateTime	1

Alerts

`host_id` is highly overall correlated with `id`	High correlation
`id` is highly overall correlated with `host_id`	High correlation
`latitude` is highly overall correlated with `neighbourhood_group`	High correlation
`longitude` is highly overall correlated with `neighbourhood_group`	High correlation
`neighbourhood_group` is highly overall correlated with `latitude` and 1 other fields	High correlation
`number_of_reviews` is highly overall correlated with `number_of_reviews_ltm` and 1 other fields	High correlation
`number_of_reviews_ltm` is highly overall correlated with `number_of_reviews` and 1 other fields	High correlation
`reviews_per_month` is highly overall correlated with `number_of_reviews` and 1 other fields	High correlation
`price` has 14721 (39.0%) missing values	Missing
`last_review` has 11751 (31.1%) missing values	Missing
`reviews_per_month` has 11751 (31.1%) missing values	Missing
`license` has 32594 (86.3%) missing values	Missing
`price` is highly skewed (γ1 = 99.07291859)	Skewed
`number_of_reviews_ltm` is highly skewed (γ1 = 40.57284443)	Skewed
`id` has unique values	Unique
`number_of_reviews` has 11751 (31.1%) zeros	Zeros
`availability_365` has 12546 (33.2%) zeros	Zeros
`number_of_reviews_ltm` has 23090 (61.1%) zeros	Zeros

Reproduction

Analysis started	2024-09-14 23:42:00.299602
Analysis finished	2024-09-14 23:42:06.205034
Duration	5.91 seconds
Software version	ydata-profiling vv4.10.0
Download configuration	config.json

id
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	37765
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.6530375 × 10¹⁷

Minimum	2595
Maximum	1.1930861 × 10¹⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	295.2 KiB

Quantile statistics

Minimum	2595
5-th percentile	3468623
Q1	20552544
median	48263817
Q3	8.2763805 × 10¹⁷
95-th percentile	1.1282097 × 10¹⁸
Maximum	1.1930861 × 10¹⁸
Range	1.1930861 × 10¹⁸
Interquartile range (IQR)	8.2763805 × 10¹⁷

Descriptive statistics

Standard deviation	4.5399076 × 10¹⁷
Coefficient of variation (CV)	1.2427761
Kurtosis	-1.467409
Mean	3.6530375 × 10¹⁷
Median Absolute Deviation (MAD)	41674870
Skewness	0.55970973
Sum	-2.4684305 × 10¹⁸
Variance	2.0610761 × 10³⁵
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2595	1	< 0.1%
7.006563344 × 10¹⁷	1	< 0.1%
6.998975458 × 10¹⁷	1	< 0.1%
6.999004723 × 10¹⁷	1	< 0.1%
6.999140631 × 10¹⁷	1	< 0.1%
7.000008124 × 10¹⁷	1	< 0.1%
7.000031192 × 10¹⁷	1	< 0.1%
7.000647756 × 10¹⁷	1	< 0.1%
7.000884189 × 10¹⁷	1	< 0.1%
7.001112691 × 10¹⁷	1	< 0.1%
Other values (37755)	37755	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2595	1	< 0.1%
5136	1	< 0.1%
6848	1	< 0.1%
6872	1	< 0.1%
6990	1	< 0.1%
7064	1	< 0.1%
7097	1	< 0.1%
7801	1	< 0.1%
8490	1	< 0.1%
9357	1	< 0.1%

Value	Count	Frequency (%)
1.193086059 × 10¹⁸	1	< 0.1%
1.193068036 × 10¹⁸	1	< 0.1%
1.19301613 × 10¹⁸	1	< 0.1%
1.193005543 × 10¹⁸	1	< 0.1%
1.192946306 × 10¹⁸	1	< 0.1%
1.192903502 × 10¹⁸	1	< 0.1%
1.192899751 × 10¹⁸	1	< 0.1%
1.192828516 × 10¹⁸	1	< 0.1%
1.192788528 × 10¹⁸	1	< 0.1%
1.192723875 × 10¹⁸	1	< 0.1%

name
Text

Distinct	36050
Distinct (%)	95.5%
Missing	2
Missing (%)	< 0.1%
Memory size	295.2 KiB

Length

Max length	245
Median length	61
Mean length	36.817123
Min length	1

Characters and Unicode

Total characters	1390325
Distinct characters	718
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	35175 ?
Unique (%)	93.1%

Sample

1st row	Skylit Midtown Castle
2nd row	Spacious Family Friendly Duplex w/ Patio + Yard
3rd row	Only 2 stops to Manhattan studio
4th row	Uptown Sanctuary w/ Private Bath (Month to Month)
5th row	UES Beautiful Blue Room

Value	Count	Frequency (%)
in	11248	4.8%
room	7829	3.4%
	7481	3.2%
private	5376	2.3%
bedroom	5297	2.3%
apartment	4432	1.9%
cozy	3250	1.4%
studio	3171	1.4%
apt	2930	1.3%
to	2920	1.3%
Other values (11678)	178075	76.8%

Most occurring characters

Value	Count	Frequency (%)
	195249	14.0%
e	101097	7.3%
o	96181	6.9%
t	80884	5.8%
a	78776	5.7%
r	76154	5.5%
n	73050	5.3%
i	72943	5.2%
l	40348	2.9%
s	37983	2.7%
Other values (708)	537660	38.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1390325	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	195249	14.0%
e	101097	7.3%
o	96181	6.9%
t	80884	5.8%
a	78776	5.7%
r	76154	5.5%
n	73050	5.3%
i	72943	5.2%
l	40348	2.9%
s	37983	2.7%
Other values (708)	537660	38.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1390325	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	195249	14.0%
e	101097	7.3%
o	96181	6.9%
t	80884	5.8%
a	78776	5.7%
r	76154	5.5%
n	73050	5.3%
i	72943	5.2%
l	40348	2.9%
s	37983	2.7%
Other values (708)	537660	38.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1390325	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	195249	14.0%
e	101097	7.3%
o	96181	6.9%
t	80884	5.8%
a	78776	5.7%
r	76154	5.5%
n	73050	5.3%
i	72943	5.2%
l	40348	2.9%
s	37983	2.7%
Other values (708)	537660	38.7%

host_id
Real number (ℝ)

HIGH CORRELATION

Distinct	22663
Distinct (%)	60.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6596842 × 10⁸

Minimum	1678
Maximum	5.8691743 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	295.2 KiB

Quantile statistics

Minimum	1678
5-th percentile	1472922
Q1	16627758
median	82189528
Q3	3.0315693 × 10⁸
95-th percentile	5.1260944 × 10⁸
Maximum	5.8691743 × 10⁸
Range	5.8691575 × 10⁸
Interquartile range (IQR)	2.8652917 × 10⁸

Descriptive statistics

Standard deviation	1.8005294 × 10⁸
Coefficient of variation (CV)	1.0848626
Kurtosis	-0.67312507
Mean	1.6596842 × 10⁸
Median Absolute Deviation (MAD)	78457267
Skewness	0.87760849
Sum	6.2677973 × 10¹²
Variance	3.241906 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
107434423	842	2.2%
3223938	692	1.8%
305240193	351	0.9%
446820235	329	0.9%
19303369	262	0.7%
200239515	246	0.7%
501999278	245	0.6%
204704622	226	0.6%
162280872	212	0.6%
501499086	170	0.5%
Other values (22653)	34190	90.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1678	1	< 0.1%
2234	1	< 0.1%
2438	1	< 0.1%
2571	1	< 0.1%
2787	3	< 0.1%
2845	3	< 0.1%
2868	1	< 0.1%
3869	1	< 0.1%
4396	2	< 0.1%
5089	1	< 0.1%

Value	Count	Frequency (%)
586917430	2	< 0.1%
586900449	1	< 0.1%
586895343	1	< 0.1%
586836710	3	< 0.1%
586444653	1	< 0.1%
586424140	1	< 0.1%
586339781	1	< 0.1%
586297193	1	< 0.1%
585984692	1	< 0.1%
585973759	1	< 0.1%

host_name
Text

Distinct	8534
Distinct (%)	22.6%
Missing	5
Missing (%)	< 0.1%
Memory size	295.2 KiB

Length

Max length	45
Median length	42
Mean length	6.8542638
Min length	1

Characters and Unicode

Total characters	258817
Distinct characters	140
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4967 ?
Unique (%)	13.2%

Sample

1st row	Jennifer
2nd row	Rebecca
3rd row	Allen & Irina
4th row	Kae
5th row	Cyn

Value	Count	Frequency (%)
blueground	842	1.9%
eugene	698	1.6%
roompicks	498	1.1%
furnished	401	0.9%
elena	390	0.9%
michael	368	0.8%
and	358	0.8%
kristina	354	0.8%
hotel	330	0.8%
luxurybookingsfze	329	0.8%
Other values (8060)	39149	89.6%

Most occurring characters

Value	Count	Frequency (%)
a	27528	10.6%
e	24449	9.4%
n	20030	7.7%
i	19809	7.7%
r	15310	5.9%
o	14266	5.5%
l	12504	4.8%
s	9269	3.6%
t	8407	3.2%
u	8345	3.2%
Other values (130)	98900	38.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	258817	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
a	27528	10.6%
e	24449	9.4%
n	20030	7.7%
i	19809	7.7%
r	15310	5.9%
o	14266	5.5%
l	12504	4.8%
s	9269	3.6%
t	8407	3.2%
u	8345	3.2%
Other values (130)	98900	38.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	258817	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
a	27528	10.6%
e	24449	9.4%
n	20030	7.7%
i	19809	7.7%
r	15310	5.9%
o	14266	5.5%
l	12504	4.8%
s	9269	3.6%
t	8407	3.2%
u	8345	3.2%
Other values (130)	98900	38.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	258817	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
a	27528	10.6%
e	24449	9.4%
n	20030	7.7%
i	19809	7.7%
r	15310	5.9%
o	14266	5.5%
l	12504	4.8%
s	9269	3.6%
t	8407	3.2%
u	8345	3.2%
Other values (130)	98900	38.2%

neighbourhood_group
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	295.2 KiB

Manhattan	16715
Brooklyn	13885
Queens	5579
Bronx	1227
Staten Island	359

Length

Max length	13
Median length	9
Mean length	8.0972064
Min length	5

Characters and Unicode

Total characters	305791
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Manhattan
2nd row	Brooklyn
3rd row	Brooklyn
4th row	Manhattan
5th row	Manhattan

Common Values

Value	Count	Frequency (%)
Manhattan	16715	44.3%
Brooklyn	13885	36.8%
Queens	5579	14.8%
Bronx	1227	3.2%
Staten Island	359	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
manhattan	16715	43.8%
brooklyn	13885	36.4%
queens	5579	14.6%
bronx	1227	3.2%
staten	359	0.9%
island	359	0.9%

Most occurring characters

Value	Count	Frequency (%)
n	54839	17.9%
a	50863	16.6%
t	34148	11.2%
o	28997	9.5%
M	16715	5.5%
h	16715	5.5%
B	15112	4.9%
r	15112	4.9%
l	14244	4.7%
y	13885	4.5%
Other values (10)	45161	14.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	305791	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	54839	17.9%
a	50863	16.6%
t	34148	11.2%
o	28997	9.5%
M	16715	5.5%
h	16715	5.5%
B	15112	4.9%
r	15112	4.9%
l	14244	4.7%
y	13885	4.5%
Other values (10)	45161	14.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	305791	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	54839	17.9%
a	50863	16.6%
t	34148	11.2%
o	28997	9.5%
M	16715	5.5%
h	16715	5.5%
B	15112	4.9%
r	15112	4.9%
l	14244	4.7%
y	13885	4.5%
Other values (10)	45161	14.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	305791	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	54839	17.9%
a	50863	16.6%
t	34148	11.2%
o	28997	9.5%
M	16715	5.5%
h	16715	5.5%
B	15112	4.9%
r	15112	4.9%
l	14244	4.7%
y	13885	4.5%
Other values (10)	45161	14.8%

neighbourhood
Text

Distinct	225
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	295.2 KiB

Length

Max length	26
Median length	18
Mean length	11.788852
Min length	4

Characters and Unicode

Total characters	445206
Distinct characters	54
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	< 0.1%

Sample

1st row	Midtown
2nd row	Sunset Park
3rd row	Williamsburg
4th row	East Harlem
5th row	East Harlem

Value	Count	Frequency (%)
east	4828	7.9%
side	3605	5.9%
upper	2992	4.9%
bedford-stuyvesant	2709	4.4%
heights	2600	4.2%
harlem	2467	4.0%
williamsburg	2206	3.6%
west	2044	3.3%
midtown	2028	3.3%
village	1925	3.1%
Other values (236)	33973	55.4%

Most occurring characters

Value	Count	Frequency (%)
e	40581	9.1%
i	31904	7.2%
t	30777	6.9%
s	30140	6.8%
a	28615	6.4%
r	25285	5.7%
l	24743	5.6%
	23612	5.3%
n	20714	4.7%
o	19275	4.3%
Other values (44)	169560	38.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	445206	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	40581	9.1%
i	31904	7.2%
t	30777	6.9%
s	30140	6.8%
a	28615	6.4%
r	25285	5.7%
l	24743	5.6%
	23612	5.3%
n	20714	4.7%
o	19275	4.3%
Other values (44)	169560	38.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	445206	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	40581	9.1%
i	31904	7.2%
t	30777	6.9%
s	30140	6.8%
a	28615	6.4%
r	25285	5.7%
l	24743	5.6%
	23612	5.3%
n	20714	4.7%
o	19275	4.3%
Other values (44)	169560	38.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	445206	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	40581	9.1%
i	31904	7.2%
t	30777	6.9%
s	30140	6.8%
a	28615	6.4%
r	25285	5.7%
l	24743	5.6%
	23612	5.3%
n	20714	4.7%
o	19275	4.3%
Other values (44)	169560	38.1%

latitude
Real number (ℝ)

HIGH CORRELATION

Distinct	23546
Distinct (%)	62.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	40.729075

Minimum	40.500366
Maximum	40.91139
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	295.2 KiB

Quantile statistics

Minimum	40.500366
5-th percentile	40.641248
Q1	40.6888
median	40.72644
Q3	40.76247
95-th percentile	40.826338
Maximum	40.91139
Range	0.4110237
Interquartile range (IQR)	0.07367

Descriptive statistics

Standard deviation	0.05634298
Coefficient of variation (CV)	0.0013833602
Kurtosis	0.1803726
Mean	40.729075
Median Absolute Deviation (MAD)	0.036892
Skewness	0.15110474
Sum	1538133.5
Variance	0.0031745314
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40.76153	54	0.1%
40.61881	46	0.1%
40.8024986	37	0.1%
40.7607614	36	0.1%
40.76411	28	0.1%
40.7092191	27	0.1%
40.7526556	25	0.1%
40.7456565	23	0.1%
40.6789456	23	0.1%
40.7056	23	0.1%
Other values (23536)	37443	99.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40.5003663	1	< 0.1%
40.50456	1	< 0.1%
40.507114	1	< 0.1%
40.50863	1	< 0.1%
40.51707	1	< 0.1%
40.52034	1	< 0.1%
40.52224	1	< 0.1%
40.52339	1	< 0.1%
40.52442553	1	< 0.1%
40.52498	1	< 0.1%

Value	Count	Frequency (%)
40.91139	1	< 0.1%
40.91138	1	< 0.1%
40.91114684	1	< 0.1%
40.91062	1	< 0.1%
40.90667	1	< 0.1%
40.906568	1	< 0.1%
40.90549	1	< 0.1%
40.90530196	1	< 0.1%
40.90505	1	< 0.1%
40.90421	1	< 0.1%

longitude
Real number (ℝ)

HIGH CORRELATION

Distinct	21266
Distinct (%)	56.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-73.947084

Minimum	-74.251907
Maximum	-73.71365
Zeros	0
Zeros (%)	0.0%
Negative	37765
Negative (%)	100.0%
Memory size	295.2 KiB

Quantile statistics

Minimum	-74.251907
5-th percentile	-74.004718
Q1	-73.98322
median	-73.95454
Q3	-73.928022
95-th percentile	-73.832298
Maximum	-73.71365
Range	0.538257
Interquartile range (IQR)	0.05519804

Descriptive statistics

Standard deviation	0.054457768
Coefficient of variation (CV)	-0.0007364424
Kurtosis	3.5505265
Mean	-73.947084
Median Absolute Deviation (MAD)	0.0280055
Skewness	1.2156205
Sum	-2792611.6
Variance	0.0029656485
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-73.99878	53	0.1%
-73.9668444	37	0.1%
-73.9861055	36	0.1%
-74.0323824	31	0.1%
-73.99371	29	0.1%
-74.0137534	27	0.1%
-73.9724804	25	0.1%
-73.93061	24	0.1%
-73.9070911	23	0.1%
-73.9437591	23	0.1%
Other values (21256)	37457	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-74.251907	1	< 0.1%
-74.24984	1	< 0.1%
-74.24135	1	< 0.1%
-74.2394006	1	< 0.1%
-74.22263763	1	< 0.1%
-74.21514	1	< 0.1%
-74.20739	1	< 0.1%
-74.20517	1	< 0.1%
-74.20516	1	< 0.1%
-74.20178157	1	< 0.1%

Value	Count	Frequency (%)
-73.71365	1	< 0.1%
-73.71383551	1	< 0.1%
-73.7174099	1	< 0.1%
-73.7198118	1	< 0.1%
-73.71991	1	< 0.1%
-73.72408	1	< 0.1%
-73.72434	1	< 0.1%
-73.72543	1	< 0.1%
-73.72606	1	< 0.1%
-73.72614	1	< 0.1%

room_type
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	295.2 KiB

Entire home/apt	20023
Private room	16645
Hotel room	560
Shared room	537

Length

Max length	15
Median length	15
Mean length	13.546723
Min length	10

Characters and Unicode

Total characters	511592
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Entire home/apt
2nd row	Entire home/apt
3rd row	Entire home/apt
4th row	Private room
5th row	Private room

Common Values

Value	Count	Frequency (%)
Entire home/apt	20023	53.0%
Private room	16645	44.1%
Hotel room	560	1.5%
Shared room	537	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
entire	20023	26.5%
home/apt	20023	26.5%
room	17742	23.5%
private	16645	22.0%
hotel	560	0.7%
shared	537	0.7%

Most occurring characters

Value	Count	Frequency (%)
e	57788	11.3%
t	57251	11.2%
o	56067	11.0%
r	54947	10.7%
m	37765	7.4%
	37765	7.4%
a	37205	7.3%
i	36668	7.2%
h	20560	4.0%
p	20023	3.9%
Other values (9)	95553	18.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	511592	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	57788	11.3%
t	57251	11.2%
o	56067	11.0%
r	54947	10.7%
m	37765	7.4%
	37765	7.4%
a	37205	7.3%
i	36668	7.2%
h	20560	4.0%
p	20023	3.9%
Other values (9)	95553	18.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	511592	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	57788	11.3%
t	57251	11.2%
o	56067	11.0%
r	54947	10.7%
m	37765	7.4%
	37765	7.4%
a	37205	7.3%
i	36668	7.2%
h	20560	4.0%
p	20023	3.9%
Other values (9)	95553	18.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	511592	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	57788	11.3%
t	57251	11.2%
o	56067	11.0%
r	54947	10.7%
m	37765	7.4%
	37765	7.4%
a	37205	7.3%
i	36668	7.2%
h	20560	4.0%
p	20023	3.9%
Other values (9)	95553	18.7%

price
Real number (ℝ)

MISSING SKEWED

Distinct	982
Distinct (%)	4.3%
Missing	14721
Missing (%)	39.0%
Infinite	0
Infinite (%)	0.0%
Mean	221.0749

Minimum	8
Maximum	100000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	295.2 KiB

Quantile statistics

Minimum	8
5-th percentile	44
Q1	86
median	150
Q3	250
95-th percentile	550
Maximum	100000
Range	99992
Interquartile range (IQR)	164

Descriptive statistics

Standard deviation	766.62099
Coefficient of variation (CV)	3.467698
Kurtosis	12524.338
Mean	221.0749
Median Absolute Deviation (MAD)	75
Skewness	99.072919
Sum	5094450
Variance	587707.75
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
150	535	1.4%
200	441	1.2%
100	421	1.1%
120	346	0.9%
250	329	0.9%
125	303	0.8%
60	291	0.8%
80	289	0.8%
90	280	0.7%
70	265	0.7%
Other values (972)	19544	51.8%
(Missing)	14721	39.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8	1	< 0.1%
10	9	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
15	1	< 0.1%
22	2	< 0.1%
23	2	< 0.1%
24	2	< 0.1%
25	3	< 0.1%
26	1	< 0.1%

Value	Count	Frequency (%)
100000	1	< 0.1%
20000	3	< 0.1%
12452	1	< 0.1%
10799	1	< 0.1%
10000	4	< 0.1%
9999	1	< 0.1%
8550	1	< 0.1%
8000	1	< 0.1%
7600	1	< 0.1%
7500	1	< 0.1%

minimum_nights
Real number (ℝ)

Distinct	118
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.164597

Minimum	1
Maximum	1250
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	295.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	30
median	30
Q3	30
95-th percentile	31
Maximum	1250
Range	1249
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	30.202538
Coefficient of variation (CV)	1.0355891
Kurtosis	415.97221
Mean	29.164597
Median Absolute Deviation (MAD)	0
Skewness	16.189945
Sum	1101401
Variance	912.19328
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	30448	80.6%
1	2913	7.7%
31	1190	3.2%
2	865	2.3%
3	653	1.7%
90	336	0.9%
4	216	0.6%
60	198	0.5%
5	195	0.5%
7	92	0.2%
Other values (108)	659	1.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	2913	7.7%
2	865	2.3%
3	653	1.7%
4	216	0.6%
5	195	0.5%
6	31	0.1%
7	92	0.2%
8	1	< 0.1%
9	3	< 0.1%
10	9	< 0.1%

Value	Count	Frequency (%)
1250	1	< 0.1%
1124	1	< 0.1%
1000	6	< 0.1%
999	1	< 0.1%
729	6	< 0.1%
700	1	< 0.1%
500	6	< 0.1%
480	1	< 0.1%
400	3	< 0.1%
370	1	< 0.1%

number_of_reviews
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	475
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	24.898981

Minimum	0
Maximum	1915
Zeros	11751
Zeros (%)	31.1%
Negative	0
Negative (%)	0.0%
Memory size	295.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	3
Q3	21
95-th percentile	128
Maximum	1915
Range	1915
Interquartile range (IQR)	21

Descriptive statistics

Standard deviation	58.802122
Coefficient of variation (CV)	2.3616277
Kurtosis	94.912428
Mean	24.898981
Median Absolute Deviation (MAD)	3
Skewness	6.5506417
Sum	940310
Variance	3457.6895
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11751	31.1%
1	3586	9.5%
2	2195	5.8%
3	1548	4.1%
4	1216	3.2%
5	973	2.6%
6	848	2.2%
7	761	2.0%
8	677	1.8%
9	592	1.6%
Other values (465)	13618	36.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11751	31.1%
1	3586	9.5%
2	2195	5.8%
3	1548	4.1%
4	1216	3.2%
5	973	2.6%
6	848	2.2%
7	761	2.0%
8	677	1.8%
9	592	1.6%

Value	Count	Frequency (%)
1915	1	< 0.1%
1584	1	< 0.1%
1551	1	< 0.1%
1316	1	< 0.1%
1294	1	< 0.1%
1177	1	< 0.1%
979	1	< 0.1%
964	1	< 0.1%
927	1	< 0.1%
764	1	< 0.1%

last_review
Date

MISSING

Distinct	3059
Distinct (%)	11.8%
Missing	11751
Missing (%)	31.1%
Memory size	295.2 KiB

Minimum	2011-05-12 00:00:00
Maximum	2024-07-05 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

reviews_per_month
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	788
Distinct (%)	3.0%
Missing	11751
Missing (%)	31.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.90554394

Minimum	0.01
Maximum	103.53
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	295.2 KiB

Quantile statistics

Minimum	0.01
5-th percentile	0.02
Q1	0.09
median	0.32
Q3	1.13
95-th percentile	3.38
Maximum	103.53
Range	103.52
Interquartile range (IQR)	1.04

Descriptive statistics

Standard deviation	1.8607836
Coefficient of variation (CV)	2.0548795
Kurtosis	749.32242
Mean	0.90554394
Median Absolute Deviation (MAD)	0.28
Skewness	18.49558
Sum	23556.82
Variance	3.4625158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.01	1081	2.9%
0.02	986	2.6%
0.03	847	2.2%
0.04	693	1.8%
0.05	686	1.8%
0.06	606	1.6%
0.07	542	1.4%
0.09	542	1.4%
0.08	524	1.4%
0.1	472	1.2%
Other values (778)	19035	50.4%
(Missing)	11751	31.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.01	1081	2.9%
0.02	986	2.6%
0.03	847	2.2%
0.04	693	1.8%
0.05	686	1.8%
0.06	606	1.6%
0.07	542	1.4%
0.08	524	1.4%
0.09	542	1.4%
0.1	472	1.2%

Value	Count	Frequency (%)
103.53	1	< 0.1%
96.75	1	< 0.1%
57.05	1	< 0.1%
47	1	< 0.1%
45.35	1	< 0.1%
44.31	1	< 0.1%
42.44	1	< 0.1%
38.46	1	< 0.1%
35	1	< 0.1%
34.21	1	< 0.1%

calculated_host_listings_count
Real number (ℝ)

Distinct	73
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.763035

Minimum	1
Maximum	842
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	295.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	8
95-th percentile	329
Maximum	842
Range	841
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	161.97972
Coefficient of variation (CV)	3.0128456
Kurtosis	14.168405
Mean	53.763035
Median Absolute Deviation (MAD)	1
Skewness	3.8170847
Sum	2030361
Variance	26237.431
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	18880	50.0%
2	4330	11.5%
3	2040	5.4%
4	1308	3.5%
842	842	2.2%
5	730	1.9%
692	692	1.8%
6	600	1.6%
8	448	1.2%
7	406	1.1%
Other values (63)	7489	19.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	18880	50.0%
2	4330	11.5%
3	2040	5.4%
4	1308	3.5%
5	730	1.9%
6	600	1.6%
7	406	1.1%
8	448	1.2%
9	369	1.0%
10	330	0.9%

Value	Count	Frequency (%)
842	842	2.2%
692	692	1.8%
351	351	0.9%
329	329	0.9%
262	262	0.7%
246	246	0.7%
245	245	0.6%
226	226	0.6%
212	212	0.6%
170	170	0.5%

availability_365
Real number (ℝ)

ZEROS

Distinct	366
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	152.4116

Minimum	0
Maximum	365
Zeros	12546
Zeros (%)	33.2%
Negative	0
Negative (%)	0.0%
Memory size	295.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	126
Q3	301
95-th percentile	364
Maximum	365
Range	365
Interquartile range (IQR)	301

Descriptive statistics

Standard deviation	142.79733
Coefficient of variation (CV)	0.93691907
Kurtosis	-1.5724648
Mean	152.4116
Median Absolute Deviation (MAD)	126
Skewness	0.24675532
Sum	5755824
Variance	20391.078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12546	33.2%
365	1784	4.7%
364	1359	3.6%
269	749	2.0%
363	674	1.8%
89	373	1.0%
270	351	0.9%
90	336	0.9%
179	316	0.8%
180	273	0.7%
Other values (356)	19004	50.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12546	33.2%
1	129	0.3%
2	63	0.2%
3	35	0.1%
4	79	0.2%
5	65	0.2%
6	54	0.1%
7	43	0.1%
8	40	0.1%
9	28	0.1%

Value	Count	Frequency (%)
365	1784	4.7%
364	1359	3.6%
363	674	1.8%
362	229	0.6%
361	51	0.1%
360	61	0.2%
359	99	0.3%
358	189	0.5%
357	77	0.2%
356	78	0.2%

number_of_reviews_ltm
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	145
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.9931683

Minimum	0
Maximum	1568
Zeros	23090
Zeros (%)	61.1%
Negative	0
Negative (%)	0.0%
Memory size	295.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	21
Maximum	1568
Range	1568
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	15.762591
Coefficient of variation (CV)	3.9473897
Kurtosis	3207.7332
Mean	3.9931683
Median Absolute Deviation (MAD)	0
Skewness	40.572844
Sum	150802
Variance	248.45928
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	23090	61.1%
1	3164	8.4%
2	1947	5.2%
3	1358	3.6%
4	1027	2.7%
5	797	2.1%
6	584	1.5%
7	477	1.3%
8	407	1.1%
9	380	1.0%
Other values (135)	4534	12.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	23090	61.1%
1	3164	8.4%
2	1947	5.2%
3	1358	3.6%
4	1027	2.7%
5	797	2.1%
6	584	1.5%
7	477	1.3%
8	407	1.1%
9	380	1.0%

Value	Count	Frequency (%)
1568	1	< 0.1%
976	1	< 0.1%
742	1	< 0.1%
608	1	< 0.1%
526	1	< 0.1%
390	1	< 0.1%
343	1	< 0.1%
332	1	< 0.1%
331	1	< 0.1%
280	1	< 0.1%

license
Text

MISSING

Distinct	1732
Distinct (%)	33.5%
Missing	32594
Missing (%)	86.3%
Memory size	295.2 KiB

Length

Max length	18
Median length	6
Mean length	11.335138
Min length	6

Characters and Unicode

Total characters	58614
Distinct characters	26
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1449 ?
Unique (%)	28.0%

Sample

1st row	OSE-STRREG-0000008
2nd row	OSE-STRREG-0000923
3rd row	OSE-STRREG-0000108
4th row	OSE-STRREG-0001710
5th row	OSE-STRREG-0000041

Value	Count	Frequency (%)
exempt	2872	55.5%
ose-strreg-0000068	99	1.9%
ose-strreg-0041458	36	0.7%
ose-strreg-0001054	18	0.3%
ose-strreg-1081622	10	0.2%
ose-strreg-0091251	9	0.2%
ose-strreg-0001957	9	0.2%
ose-strreg-0000095	7	0.1%
ose-strreg-0000437	7	0.1%
ose-strreg-1044019	7	0.1%
Other values (1717)	2097	40.6%

Most occurring characters

Value	Count	Frequency (%)
0	8574	14.6%
E	7420	12.7%
-	4598	7.8%
S	4549	7.8%
R	4544	7.8%
e	2922	5.0%
t	2899	4.9%
m	2872	4.9%
p	2872	4.9%
x	2872	4.9%
Other values (16)	14492	24.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	58614	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	8574	14.6%
E	7420	12.7%
-	4598	7.8%
S	4549	7.8%
R	4544	7.8%
e	2922	5.0%
t	2899	4.9%
m	2872	4.9%
p	2872	4.9%
x	2872	4.9%
Other values (16)	14492	24.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	58614	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	8574	14.6%
E	7420	12.7%
-	4598	7.8%
S	4549	7.8%
R	4544	7.8%
e	2922	5.0%
t	2899	4.9%
m	2872	4.9%
p	2872	4.9%
x	2872	4.9%
Other values (16)	14492	24.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	58614	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	8574	14.6%
E	7420	12.7%
-	4598	7.8%
S	4549	7.8%
R	4544	7.8%
e	2922	5.0%
t	2899	4.9%
m	2872	4.9%
p	2872	4.9%
x	2872	4.9%
Other values (16)	14492	24.7%

Auto

Heatmap
Table

	availability_365	calculated_host_listings_count	host_id	id	latitude	longitude	minimum_nights	neighbourhood_group	number_of_reviews	number_of_reviews_ltm	price	reviews_per_month	room_type
availability_365	1.000	0.409	0.241	0.422	-0.013	0.061	-0.040	0.069	0.031	0.292	0.065	0.372	0.074
calculated_host_listings_count	0.409	1.000	0.254	0.422	0.124	-0.070	-0.051	0.166	-0.213	0.014	-0.027	0.100	0.228
host_id	0.241	0.254	1.000	0.542	0.070	0.062	-0.233	0.119	-0.115	0.129	0.034	0.279	0.191
id	0.422	0.422	0.542	1.000	0.024	0.022	-0.166	0.079	-0.350	0.123	0.080	0.352	0.087
latitude	-0.013	0.124	0.070	0.024	1.000	0.001	-0.008	0.555	-0.098	-0.070	0.102	-0.082	0.137
longitude	0.061	-0.070	0.062	0.022	0.001	1.000	0.036	0.675	0.107	0.105	-0.409	0.125	0.149
minimum_nights	-0.040	-0.051	-0.233	-0.166	-0.008	0.036	1.000	0.016	-0.226	-0.358	-0.139	-0.418	0.021
neighbourhood_group	0.069	0.166	0.119	0.079	0.555	0.675	0.016	1.000	0.021	0.000	0.003	0.020	0.141
number_of_reviews	0.031	-0.213	-0.115	-0.350	-0.098	0.107	-0.226	0.021	1.000	0.660	-0.034	0.783	0.029
number_of_reviews_ltm	0.292	0.014	0.129	0.123	-0.070	0.105	-0.358	0.000	0.660	1.000	0.012	0.776	0.000
price	0.065	-0.027	0.034	0.080	0.102	-0.409	-0.139	0.003	-0.034	0.012	1.000	0.067	0.000
reviews_per_month	0.372	0.100	0.279	0.352	-0.082	0.125	-0.418	0.020	0.783	0.776	0.067	1.000	0.000
room_type	0.074	0.228	0.191	0.087	0.137	0.149	0.021	0.141	0.029	0.000	0.000	0.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	id	name	host_id	host_name	neighbourhood_group	neighbourhood	latitude	longitude	room_type	price	minimum_nights	number_of_reviews	last_review	reviews_per_month	calculated_host_listings_count	availability_365	number_of_reviews_ltm	license
0	2595	Skylit Midtown Castle	2845	Jennifer	Manhattan	Midtown	40.753560	-73.985590	Entire home/apt	NaN	30	49	2022-06-21	0.28	3	300	0	NaN
1	5136	Spacious Family Friendly Duplex w/ Patio + Yard	7378	Rebecca	Brooklyn	Sunset Park	40.662650	-73.994540	Entire home/apt	215.0	30	4	2023-08-20	0.03	1	71	1	NaN
2	6848	Only 2 stops to Manhattan studio	15991	Allen & Irina	Brooklyn	Williamsburg	40.709350	-73.953420	Entire home/apt	81.0	30	193	2024-05-18	1.05	1	193	3	NaN
3	6872	Uptown Sanctuary w/ Private Bath (Month to Month)	16104	Kae	Manhattan	East Harlem	40.801070	-73.942550	Private room	65.0	30	1	2022-06-05	0.04	2	365	0	NaN
4	6990	UES Beautiful Blue Room	16800	Cyn	Manhattan	East Harlem	40.787780	-73.947590	Private room	65.0	30	247	2024-03-06	1.38	1	212	2	NaN
5	7064	Amazing location! Wburg. Large, bright & tranquil	17297	Joelle	Brooklyn	Williamsburg	40.712480	-73.958810	Private room	NaN	30	13	2022-09-12	0.08	2	0	0	NaN
6	7097	Perfect for Your Parents, With Garden & Patio	17571	Jane	Brooklyn	Fort Greene	40.691940	-73.973890	Private room	205.0	2	374	2024-06-02	2.12	2	219	36	OSE-STRREG-0000008
7	7801	Sunny Williamsburg Loft with Sauna	21207	Chaya	Brooklyn	Williamsburg	40.718807	-73.956177	Entire home/apt	290.0	30	12	2023-10-31	0.07	1	219	2	NaN
8	8490	Maison des Sirenes1,bohemian, luminous apartment	25183	Nathalie	Brooklyn	Bedford-Stuyvesant	40.684556	-73.939634	Entire home/apt	170.0	30	190	2023-10-16	1.05	2	215	7	NaN
9	9357	Midtown Pied-a-terre	30193	Tommi	Manhattan	Hell's Kitchen	40.767240	-73.986640	Entire home/apt	175.0	30	58	2017-08-13	0.32	1	281	0	NaN

	id	name	host_id	host_name	neighbourhood_group	neighbourhood	latitude	longitude	room_type	price	minimum_nights	last_review	reviews_per_month	calculated_host_listings_count	availability_365	license
37755	1192723874961256642	Classic Private Room #1361 C	305240193	Elena	Manhattan	Lower East Side	40.713986	-73.984912	Private room	66.0	30	NaN	NaN	351	34	NaN
37756	1192788527851447904	One-Bedroom Apartment in the Financial District	22541573	Furnished Quarters	Manhattan	Financial District	40.707341	-74.008599	Entire home/apt	340.0	30	NaN	NaN	144	329	NaN
37757	1192828515848213902	Barrow by Rove Travel \| 1BR Loft w/Shared Roof	17775359	Rove	Manhattan	West Village	40.731627	-74.008061	Entire home/apt	337.0	30	NaN	NaN	78	365	NaN
37758	1192899750875253463	Apollo by Rove Travel \| 3BR Duplex w/Garden	17775359	Rove	Manhattan	Harlem	40.806637	-73.953292	Entire home/apt	229.0	30	NaN	NaN	78	351	NaN
37759	1192903501898923056	3 bed floor-through in Diplomatic District	683230	Thomas	Manhattan	Midtown	40.754207	-73.966145	Entire home/apt	788.0	30	NaN	NaN	6	339	NaN
37760	1192946306020922085	Private Studio in Brooklyn	137493949	Sydney	Brooklyn	Clinton Hill	40.684009	-73.967850	Entire home/apt	95.0	30	NaN	NaN	1	37	NaN
37761	1193005542763264121	Skyline Views from MSG Penthouse	559434422	Luis	Manhattan	Chelsea	40.751493	-73.996157	Entire home/apt	599.0	30	NaN	NaN	1	269	NaN
37762	1193016130087171760	Stunning designer Chelsea studio on the best block	35491667	Nat	Manhattan	Chelsea	40.741720	-74.002750	Entire home/apt	75.0	30	NaN	NaN	80	242	NaN
37763	1193068036013405081	Sunny & Spacious in Queens	20380663	Anastasios	Queens	Elmhurst	40.731090	-73.878070	Entire home/apt	96.0	30	NaN	NaN	2	365	NaN
37764	1193086058992851452	Bright 2 Bedroom in Astoria	910709	Israel	Queens	Ditmars Steinway	40.776915	-73.907386	Entire home/apt	225.0	30	NaN	NaN	1	33	NaN

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample